Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 846 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 125.7 KiB |
| Average record size in memory | 152.2 B |
Variable types
| NUM | 18 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-08-25 02:01:08.214295 |
|---|---|
| Analysis finished | 2020-08-25 02:02:01.372932 |
| Duration | 53.16 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
SCATTER RATIO is highly correlated with DISTANCE CIRCULARITY and 4 other fields | High correlation |
DISTANCE CIRCULARITY is highly correlated with SCATTER RATIO and 1 other fields | High correlation |
ELONGATEDNESS is highly correlated with DISTANCE CIRCULARITY and 4 other fields | High correlation |
PR AXISRECTANGULAR is highly correlated with SCATTER RATIO and 3 other fields | High correlation |
LENGTHRECTANGULAR is highly correlated with CIRCULARITY | High correlation |
CIRCULARITY is highly correlated with LENGTHRECTANGULAR and 1 other fields | High correlation |
MAJORVARIANCE is highly correlated with SCATTER RATIO and 3 other fields | High correlation |
MINORVARIANCE is highly correlated with SCATTER RATIO and 3 other fields | High correlation |
GYRATIONRADIUS is highly correlated with CIRCULARITY | High correlation |
MINORSKEWNESS has 77 (9.1%) zeros | Zeros |
MINORKURTOSIS has 30 (3.5%) zeros | Zeros |
COMPACTNESS
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.67848699763593 |
|---|---|
| Minimum | 73.0 |
| Maximum | 119.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 82 |
| Q1 | 87 |
| median | 93 |
| Q3 | 100 |
| 95-th percentile | 108 |
| Maximum | 119 |
| Range | 46 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.234474253 |
|---|---|
| Coefficient of variation (CV) | 0.08790144373 |
| Kurtosis | -0.5352753539 |
| Mean | 93.678487 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.3812706326 |
| Sum | 79252 |
| Variance | 67.80656623 |
| Value | Count | Frequency (%) | |
| 89 | 60 | 7.1% | |
| 86 | 48 | 5.7% | |
| 93 | 45 | 5.3% | |
| 85 | 45 | 5.3% | |
| 90 | 42 | 5.0% | |
| 91 | 39 | 4.6% | |
| 94 | 35 | 4.1% | |
| 88 | 34 | 4.0% | |
| 96 | 30 | 3.5% | |
| 97 | 30 | 3.5% | |
| 98 | 30 | 3.5% | |
| 87 | 28 | 3.3% | |
| 95 | 27 | 3.2% | |
| 104 | 27 | 3.2% | |
| 100 | 26 | 3.1% | |
| 92 | 25 | 3.0% | |
| 101 | 23 | 2.7% | |
| 84 | 20 | 2.4% | |
| 82 | 19 | 2.2% | |
| 107 | 19 | 2.2% | |
| 106 | 19 | 2.2% | |
| 103 | 18 | 2.1% | |
| 99 | 17 | 2.0% | |
| 102 | 17 | 2.0% | |
| 83 | 17 | 2.0% | |
| Other values (19) | 106 | 12.5% |
| Value | Count | Frequency (%) | |
| 73 | 1 | 0.1% | |
| 76 | 1 | 0.1% | |
| 77 | 2 | 0.2% | |
| 78 | 4 | 0.5% | |
| 79 | 5 | 0.6% | |
| 80 | 12 | 1.4% | |
| 81 | 13 | 1.5% | |
| 82 | 19 | 2.2% | |
| 83 | 17 | 2.0% | |
| 84 | 20 | 2.4% |
| Value | Count | Frequency (%) | |
| 119 | 1 | 0.1% | |
| 117 | 1 | 0.1% | |
| 116 | 1 | 0.1% | |
| 115 | 3 | 0.4% | |
| 114 | 1 | 0.1% | |
| 113 | 3 | 0.4% | |
| 112 | 2 | 0.2% | |
| 111 | 4 | 0.5% | |
| 110 | 7 | 0.8% | |
| 109 | 14 | 1.7% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.861702127659576 |
|---|---|
| Minimum | 33.0 |
| Maximum | 59.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 40 |
| median | 44 |
| Q3 | 49 |
| 95-th percentile | 55 |
| Maximum | 59 |
| Range | 26 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.169865606 |
|---|---|
| Coefficient of variation (CV) | 0.1375307961 |
| Kurtosis | -0.9249887105 |
| Mean | 44.86170213 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.2627987787 |
| Sum | 37953 |
| Variance | 38.0672416 |
| Value | Count | Frequency (%) | |
| 43 | 60 | 7.1% | |
| 45 | 58 | 6.9% | |
| 44 | 50 | 5.9% | |
| 46 | 48 | 5.7% | |
| 42 | 48 | 5.7% | |
| 38 | 47 | 5.6% | |
| 37 | 42 | 5.0% | |
| 39 | 42 | 5.0% | |
| 40 | 42 | 5.0% | |
| 36 | 41 | 4.8% | |
| 54 | 39 | 4.6% | |
| 47 | 36 | 4.3% | |
| 41 | 35 | 4.1% | |
| 55 | 33 | 3.9% | |
| 48 | 31 | 3.7% | |
| 53 | 31 | 3.7% | |
| 51 | 29 | 3.4% | |
| 49 | 28 | 3.3% | |
| 52 | 28 | 3.3% | |
| 50 | 16 | 1.9% | |
| 35 | 16 | 1.9% | |
| 56 | 15 | 1.8% | |
| 57 | 14 | 1.7% | |
| 34 | 9 | 1.1% | |
| 58 | 5 | 0.6% | |
| Other values (2) | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 33 | 2 | 0.2% | |
| 34 | 9 | 1.1% | |
| 35 | 16 | 1.9% | |
| 36 | 41 | 4.8% | |
| 37 | 42 | 5.0% | |
| 38 | 47 | 5.6% | |
| 39 | 42 | 5.0% | |
| 40 | 42 | 5.0% | |
| 41 | 35 | 4.1% | |
| 42 | 48 | 5.7% |
| Value | Count | Frequency (%) | |
| 59 | 1 | 0.1% | |
| 58 | 5 | 0.6% | |
| 57 | 14 | 1.7% | |
| 56 | 15 | 1.8% | |
| 55 | 33 | 3.9% | |
| 54 | 39 | 4.6% | |
| 53 | 31 | 3.7% | |
| 52 | 28 | 3.3% | |
| 51 | 29 | 3.4% | |
| 50 | 16 | 1.9% |
| Distinct count | 63 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.08865248226951 |
|---|---|
| Minimum | 40.0 |
| Maximum | 112.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 70 |
| median | 80 |
| Q3 | 98 |
| 95-th percentile | 107 |
| Maximum | 112 |
| Range | 72 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 15.7715327 |
|---|---|
| Coefficient of variation (CV) | 0.1921280497 |
| Kurtosis | -0.9784712963 |
| Mean | 82.08865248 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.1072205856 |
| Sum | 69447 |
| Variance | 248.7412439 |
| Value | Count | Frequency (%) | |
| 66 | 46 | 5.4% | |
| 70 | 41 | 4.8% | |
| 68 | 29 | 3.4% | |
| 103 | 28 | 3.3% | |
| 101 | 27 | 3.2% | |
| 85 | 27 | 3.2% | |
| 105 | 26 | 3.1% | |
| 77 | 25 | 3.0% | |
| 98 | 25 | 3.0% | |
| 72 | 25 | 3.0% | |
| 100 | 24 | 2.8% | |
| 75 | 24 | 2.8% | |
| 76 | 23 | 2.7% | |
| 78 | 22 | 2.6% | |
| 104 | 21 | 2.5% | |
| 73 | 20 | 2.4% | |
| 71 | 19 | 2.2% | |
| 96 | 19 | 2.2% | |
| 83 | 19 | 2.2% | |
| 88 | 18 | 2.1% | |
| 108 | 17 | 2.0% | |
| 80 | 17 | 2.0% | |
| 69 | 16 | 1.9% | |
| 74 | 16 | 1.9% | |
| 84 | 16 | 1.9% | |
| Other values (38) | 256 | 30.3% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 44 | 1 | 0.1% | |
| 47 | 1 | 0.1% | |
| 49 | 1 | 0.1% | |
| 50 | 2 | 0.2% | |
| 51 | 6 | 0.7% | |
| 52 | 2 | 0.2% | |
| 53 | 9 | 1.1% | |
| 54 | 5 | 0.6% |
| Value | Count | Frequency (%) | |
| 112 | 1 | 0.1% | |
| 110 | 4 | 0.5% | |
| 109 | 15 | 1.8% | |
| 108 | 17 | 2.0% | |
| 107 | 13 | 1.5% | |
| 106 | 12 | 1.4% | |
| 105 | 26 | 3.1% | |
| 104 | 21 | 2.5% | |
| 103 | 28 | 3.3% | |
| 102 | 6 | 0.7% |
RADIUS RATIO
Real number (ℝ≥0)
| Distinct count | 134 |
|---|---|
| Unique (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.94089834515367 |
|---|---|
| Minimum | 104.0 |
| Maximum | 333.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 104 |
|---|---|
| 5-th percentile | 120 |
| Q1 | 141 |
| median | 167 |
| Q3 | 195 |
| 95-th percentile | 222 |
| Maximum | 333 |
| Range | 229 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 33.47218301 |
|---|---|
| Coefficient of variation (CV) | 0.1981295432 |
| Kurtosis | 0.3018252546 |
| Mean | 168.9408983 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.3907064648 |
| Sum | 142924 |
| Variance | 1120.387035 |
| Value | Count | Frequency (%) | |
| 197 | 18 | 2.1% | |
| 162 | 15 | 1.8% | |
| 125 | 13 | 1.5% | |
| 169 | 13 | 1.5% | |
| 139 | 12 | 1.4% | |
| 150 | 12 | 1.4% | |
| 186 | 12 | 1.4% | |
| 130 | 12 | 1.4% | |
| 136 | 12 | 1.4% | |
| 199 | 12 | 1.4% | |
| 133 | 11 | 1.3% | |
| 201 | 11 | 1.3% | |
| 141 | 11 | 1.3% | |
| 191 | 11 | 1.3% | |
| 209 | 11 | 1.3% | |
| 194 | 11 | 1.3% | |
| 123 | 10 | 1.2% | |
| 160 | 10 | 1.2% | |
| 140 | 10 | 1.2% | |
| 203 | 10 | 1.2% | |
| 183 | 10 | 1.2% | |
| 154 | 10 | 1.2% | |
| 158 | 9 | 1.1% | |
| 172 | 9 | 1.1% | |
| 164 | 9 | 1.1% | |
| Other values (109) | 562 | 66.4% |
| Value | Count | Frequency (%) | |
| 104 | 1 | 0.1% | |
| 105 | 1 | 0.1% | |
| 109 | 1 | 0.1% | |
| 110 | 3 | 0.4% | |
| 111 | 4 | 0.5% | |
| 112 | 1 | 0.1% | |
| 113 | 4 | 0.5% | |
| 114 | 4 | 0.5% | |
| 115 | 4 | 0.5% | |
| 116 | 7 | 0.8% |
| Value | Count | Frequency (%) | |
| 333 | 1 | 0.1% | |
| 322 | 1 | 0.1% | |
| 306 | 1 | 0.1% | |
| 252 | 1 | 0.1% | |
| 250 | 1 | 0.1% | |
| 246 | 2 | 0.2% | |
| 238 | 1 | 0.1% | |
| 235 | 1 | 0.1% | |
| 234 | 2 | 0.2% | |
| 232 | 1 | 0.1% |
PR AXIS ASPECT RATIO
Real number (ℝ≥0)
| Distinct count | 37 |
|---|---|
| Unique (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.69385342789598 |
|---|---|
| Minimum | 47.0 |
| Maximum | 138.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 47 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 57 |
| median | 61 |
| Q3 | 65 |
| 95-th percentile | 71 |
| Maximum | 138 |
| Range | 91 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.888251172 |
|---|---|
| Coefficient of variation (CV) | 0.1278612169 |
| Kurtosis | 29.83624029 |
| Mean | 61.69385343 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.821560116 |
| Sum | 52193 |
| Variance | 62.22450655 |
| Value | Count | Frequency (%) | |
| 64 | 69 | 8.2% | |
| 59 | 64 | 7.6% | |
| 62 | 58 | 6.9% | |
| 56 | 57 | 6.7% | |
| 60 | 46 | 5.4% | |
| 63 | 45 | 5.3% | |
| 57 | 44 | 5.2% | |
| 58 | 43 | 5.1% | |
| 61 | 42 | 5.0% | |
| 54 | 38 | 4.5% | |
| 65 | 38 | 4.5% | |
| 55 | 37 | 4.4% | |
| 66 | 37 | 4.4% | |
| 68 | 34 | 4.0% | |
| 67 | 29 | 3.4% | |
| 53 | 27 | 3.2% | |
| 69 | 26 | 3.1% | |
| 70 | 18 | 2.1% | |
| 71 | 15 | 1.8% | |
| 52 | 14 | 1.7% | |
| 51 | 11 | 1.3% | |
| 72 | 10 | 1.2% | |
| 74 | 9 | 1.1% | |
| 73 | 7 | 0.8% | |
| 50 | 5 | 0.6% | |
| Other values (12) | 23 | 2.7% |
| Value | Count | Frequency (%) | |
| 47 | 2 | 0.2% | |
| 48 | 4 | 0.5% | |
| 49 | 3 | 0.4% | |
| 50 | 5 | 0.6% | |
| 51 | 11 | 1.3% | |
| 52 | 14 | 1.7% | |
| 53 | 27 | 3.2% | |
| 54 | 38 | 4.5% | |
| 55 | 37 | 4.4% | |
| 56 | 57 | 6.7% |
| Value | Count | Frequency (%) | |
| 138 | 1 | 0.1% | |
| 133 | 1 | 0.1% | |
| 126 | 2 | 0.2% | |
| 105 | 1 | 0.1% | |
| 103 | 1 | 0.1% | |
| 102 | 1 | 0.1% | |
| 97 | 1 | 0.1% | |
| 76 | 1 | 0.1% | |
| 75 | 5 | 0.6% | |
| 74 | 9 | 1.1% |
MAX LENGTH ASPECT RATIO
Real number (ℝ≥0)
| Distinct count | 21 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.567375886524824 |
|---|---|
| Minimum | 2.0 |
| Maximum | 55.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 55 |
| Range | 53 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.601216661 |
|---|---|
| Coefficient of variation (CV) | 0.5370625407 |
| Kurtosis | 58.37545547 |
| Mean | 8.567375887 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.778393619 |
| Sum | 7248 |
| Variance | 21.17119476 |
| Value | Count | Frequency (%) | |
| 7 | 168 | 19.9% | |
| 6 | 132 | 15.6% | |
| 8 | 113 | 13.4% | |
| 10 | 112 | 13.2% | |
| 11 | 108 | 12.8% | |
| 9 | 94 | 11.1% | |
| 5 | 51 | 6.0% | |
| 12 | 30 | 3.5% | |
| 4 | 18 | 2.1% | |
| 3 | 4 | 0.5% | |
| 13 | 3 | 0.4% | |
| 22 | 2 | 0.2% | |
| 52 | 2 | 0.2% | |
| 49 | 2 | 0.2% | |
| 55 | 1 | 0.1% | |
| 48 | 1 | 0.1% | |
| 43 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 46 | 1 | 0.1% | |
| 25 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 3 | 4 | 0.5% | |
| 4 | 18 | 2.1% | |
| 5 | 51 | 6.0% | |
| 6 | 132 | 15.6% | |
| 7 | 168 | 19.9% | |
| 8 | 113 | 13.4% | |
| 9 | 94 | 11.1% | |
| 10 | 112 | 13.2% | |
| 11 | 108 | 12.8% |
| Value | Count | Frequency (%) | |
| 55 | 1 | 0.1% | |
| 52 | 2 | 0.2% | |
| 49 | 2 | 0.2% | |
| 48 | 1 | 0.1% | |
| 46 | 1 | 0.1% | |
| 43 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 22 | 2 | 0.2% | |
| 19 | 1 | 0.1% | |
| 13 | 3 | 0.4% |
| Distinct count | 131 |
|---|---|
| Unique (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.83924349881798 |
|---|---|
| Minimum | 112.0 |
| Maximum | 265.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 112 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 146.25 |
| median | 157 |
| Q3 | 198 |
| 95-th percentile | 222 |
| Maximum | 265 |
| Range | 153 |
| Interquartile range (IQR) | 51.75 |
Descriptive statistics
| Standard deviation | 33.24497804 |
|---|---|
| Coefficient of variation (CV) | 0.196903145 |
| Kurtosis | -0.61586789 |
| Mean | 168.8392435 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.6057790031 |
| Sum | 142838 |
| Variance | 1105.228565 |
| Value | Count | Frequency (%) | |
| 150 | 35 | 4.1% | |
| 149 | 29 | 3.4% | |
| 151 | 29 | 3.4% | |
| 157 | 21 | 2.5% | |
| 152 | 19 | 2.2% | |
| 148 | 18 | 2.1% | |
| 153 | 17 | 2.0% | |
| 155 | 16 | 1.9% | |
| 147 | 14 | 1.7% | |
| 154 | 14 | 1.7% | |
| 161 | 13 | 1.5% | |
| 156 | 13 | 1.5% | |
| 146 | 13 | 1.5% | |
| 142 | 12 | 1.4% | |
| 133 | 12 | 1.4% | |
| 220 | 11 | 1.3% | |
| 140 | 11 | 1.3% | |
| 135 | 11 | 1.3% | |
| 159 | 11 | 1.3% | |
| 218 | 11 | 1.3% | |
| 160 | 11 | 1.3% | |
| 219 | 10 | 1.2% | |
| 222 | 10 | 1.2% | |
| 214 | 10 | 1.2% | |
| 208 | 10 | 1.2% | |
| Other values (106) | 465 | 55.0% |
| Value | Count | Frequency (%) | |
| 112 | 1 | 0.1% | |
| 114 | 4 | 0.5% | |
| 115 | 2 | 0.2% | |
| 116 | 4 | 0.5% | |
| 117 | 2 | 0.2% | |
| 118 | 5 | 0.6% | |
| 119 | 6 | 0.7% | |
| 120 | 3 | 0.4% | |
| 121 | 1 | 0.1% | |
| 122 | 8 | 0.9% |
| Value | Count | Frequency (%) | |
| 265 | 1 | 0.1% | |
| 262 | 1 | 0.1% | |
| 261 | 1 | 0.1% | |
| 260 | 1 | 0.1% | |
| 257 | 3 | 0.4% | |
| 256 | 1 | 0.1% | |
| 255 | 1 | 0.1% | |
| 252 | 1 | 0.1% | |
| 251 | 1 | 0.1% | |
| 250 | 2 | 0.2% |
| Distinct count | 35 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.9338061465721 |
|---|---|
| Minimum | 26.0 |
| Maximum | 61.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 33 |
| median | 43 |
| Q3 | 46 |
| 95-th percentile | 54 |
| Maximum | 61 |
| Range | 35 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.81155972 |
|---|---|
| Coefficient of variation (CV) | 0.1908339452 |
| Kurtosis | -0.8640680986 |
| Mean | 40.93380615 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.04784505627 |
| Sum | 34630 |
| Variance | 61.02046526 |
| Value | Count | Frequency (%) | |
| 31 | 73 | 8.6% | |
| 45 | 73 | 8.6% | |
| 44 | 72 | 8.5% | |
| 43 | 60 | 7.1% | |
| 46 | 59 | 7.0% | |
| 30 | 50 | 5.9% | |
| 32 | 44 | 5.2% | |
| 33 | 28 | 3.3% | |
| 42 | 27 | 3.2% | |
| 35 | 25 | 3.0% | |
| 50 | 25 | 3.0% | |
| 41 | 23 | 2.7% | |
| 48 | 23 | 2.7% | |
| 34 | 21 | 2.5% | |
| 52 | 20 | 2.4% | |
| 36 | 19 | 2.2% | |
| 40 | 19 | 2.2% | |
| 39 | 18 | 2.1% | |
| 51 | 18 | 2.1% | |
| 37 | 18 | 2.1% | |
| 38 | 18 | 2.1% | |
| 49 | 16 | 1.9% | |
| 47 | 14 | 1.7% | |
| 57 | 12 | 1.4% | |
| 54 | 10 | 1.2% | |
| Other values (10) | 61 | 7.2% |
| Value | Count | Frequency (%) | |
| 26 | 10 | 1.2% | |
| 27 | 7 | 0.8% | |
| 28 | 7 | 0.8% | |
| 29 | 2 | 0.2% | |
| 30 | 50 | 5.9% | |
| 31 | 73 | 8.6% | |
| 32 | 44 | 5.2% | |
| 33 | 28 | 3.3% | |
| 34 | 21 | 2.5% | |
| 35 | 25 | 3.0% |
| Value | Count | Frequency (%) | |
| 61 | 1 | 0.1% | |
| 59 | 4 | 0.5% | |
| 58 | 4 | 0.5% | |
| 57 | 12 | 1.4% | |
| 56 | 6 | 0.7% | |
| 55 | 10 | 1.2% | |
| 54 | 10 | 1.2% | |
| 53 | 10 | 1.2% | |
| 52 | 20 | 2.4% | |
| 51 | 18 | 2.1% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.58274231678487 |
|---|---|
| Minimum | 17.0 |
| Maximum | 29.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 17.25 |
| Q1 | 19 |
| median | 20 |
| Q3 | 23 |
| 95-th percentile | 25 |
| Maximum | 29 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.592138328 |
|---|---|
| Coefficient of variation (CV) | 0.125937462 |
| Kurtosis | -0.393060044 |
| Mean | 20.58274232 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7706844559 |
| Sum | 17413 |
| Variance | 6.71918111 |
| Value | Count | Frequency (%) | |
| 19 | 239 | 28.3% | |
| 18 | 129 | 15.2% | |
| 20 | 116 | 13.7% | |
| 24 | 90 | 10.6% | |
| 25 | 58 | 6.9% | |
| 23 | 52 | 6.1% | |
| 22 | 48 | 5.7% | |
| 21 | 47 | 5.6% | |
| 17 | 43 | 5.1% | |
| 26 | 9 | 1.1% | |
| 28 | 9 | 1.1% | |
| 27 | 5 | 0.6% | |
| 29 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 17 | 43 | 5.1% | |
| 18 | 129 | 15.2% | |
| 19 | 239 | 28.3% | |
| 20 | 116 | 13.7% | |
| 21 | 47 | 5.6% | |
| 22 | 48 | 5.7% | |
| 23 | 52 | 6.1% | |
| 24 | 90 | 10.6% | |
| 25 | 58 | 6.9% | |
| 26 | 9 | 1.1% |
| Value | Count | Frequency (%) | |
| 29 | 1 | 0.1% | |
| 28 | 9 | 1.1% | |
| 27 | 5 | 0.6% | |
| 26 | 9 | 1.1% | |
| 25 | 58 | 6.9% | |
| 24 | 90 | 10.6% | |
| 23 | 52 | 6.1% | |
| 22 | 48 | 5.7% | |
| 21 | 47 | 5.6% | |
| 20 | 116 | 13.7% |
| Distinct count | 66 |
|---|---|
| Unique (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.99881796690306 |
|---|---|
| Minimum | 118.0 |
| Maximum | 188.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 118 |
|---|---|
| 5-th percentile | 126.25 |
| Q1 | 137 |
| median | 146 |
| Q3 | 159 |
| 95-th percentile | 173 |
| Maximum | 188 |
| Range | 70 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 14.51565157 |
|---|---|
| Coefficient of variation (CV) | 0.09807951018 |
| Kurtosis | -0.7700982384 |
| Mean | 147.998818 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2563591641 |
| Sum | 125207 |
| Variance | 210.7041406 |
| Value | Count | Frequency (%) | |
| 144 | 37 | 4.4% | |
| 145 | 37 | 4.4% | |
| 143 | 33 | 3.9% | |
| 147 | 27 | 3.2% | |
| 146 | 26 | 3.1% | |
| 134 | 24 | 2.8% | |
| 148 | 23 | 2.7% | |
| 131 | 22 | 2.6% | |
| 141 | 21 | 2.5% | |
| 162 | 19 | 2.2% | |
| 158 | 19 | 2.2% | |
| 142 | 19 | 2.2% | |
| 139 | 19 | 2.2% | |
| 156 | 18 | 2.1% | |
| 128 | 18 | 2.1% | |
| 163 | 17 | 2.0% | |
| 127 | 17 | 2.0% | |
| 149 | 17 | 2.0% | |
| 135 | 16 | 1.9% | |
| 161 | 16 | 1.9% | |
| 132 | 15 | 1.8% | |
| 150 | 15 | 1.8% | |
| 138 | 15 | 1.8% | |
| 133 | 14 | 1.7% | |
| 137 | 13 | 1.5% | |
| Other values (41) | 329 | 38.9% |
| Value | Count | Frequency (%) | |
| 118 | 2 | 0.2% | |
| 119 | 2 | 0.2% | |
| 120 | 1 | 0.1% | |
| 121 | 2 | 0.2% | |
| 122 | 3 | 0.4% | |
| 123 | 3 | 0.4% | |
| 124 | 8 | 0.9% | |
| 125 | 12 | 1.4% | |
| 126 | 10 | 1.2% | |
| 127 | 17 | 2.0% |
| Value | Count | Frequency (%) | |
| 188 | 1 | 0.1% | |
| 186 | 1 | 0.1% | |
| 182 | 2 | 0.2% | |
| 180 | 2 | 0.2% | |
| 179 | 1 | 0.1% | |
| 178 | 5 | 0.6% | |
| 177 | 6 | 0.7% | |
| 176 | 3 | 0.4% | |
| 175 | 8 | 0.9% | |
| 174 | 7 | 0.8% |
| Distinct count | 128 |
|---|---|
| Unique (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.62529550827423 |
|---|---|
| Minimum | 130.0 |
| Maximum | 320.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 144 |
| Q1 | 167 |
| median | 178.5 |
| Q3 | 217 |
| 95-th percentile | 234 |
| Maximum | 320 |
| Range | 190 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 31.39483655 |
|---|---|
| Coefficient of variation (CV) | 0.1664402246 |
| Kurtosis | 0.1182733993 |
| Mean | 188.6252955 |
| Median Absolute Deviation (MAD) | 19.5 |
| Skewness | 0.651813865 |
| Sum | 159577 |
| Variance | 985.6357617 |
| Value | Count | Frequency (%) | |
| 170 | 34 | 4.0% | |
| 169 | 29 | 3.4% | |
| 173 | 25 | 3.0% | |
| 175 | 20 | 2.4% | |
| 168 | 18 | 2.1% | |
| 171 | 17 | 2.0% | |
| 172 | 17 | 2.0% | |
| 174 | 17 | 2.0% | |
| 166 | 16 | 1.9% | |
| 226 | 16 | 1.9% | |
| 167 | 15 | 1.8% | |
| 223 | 14 | 1.7% | |
| 228 | 14 | 1.7% | |
| 184 | 14 | 1.7% | |
| 229 | 13 | 1.5% | |
| 189 | 13 | 1.5% | |
| 164 | 13 | 1.5% | |
| 219 | 13 | 1.5% | |
| 214 | 13 | 1.5% | |
| 179 | 13 | 1.5% | |
| 202 | 12 | 1.4% | |
| 176 | 12 | 1.4% | |
| 232 | 11 | 1.3% | |
| 177 | 11 | 1.3% | |
| 180 | 11 | 1.3% | |
| Other values (103) | 445 | 52.6% |
| Value | Count | Frequency (%) | |
| 130 | 1 | 0.1% | |
| 131 | 1 | 0.1% | |
| 132 | 1 | 0.1% | |
| 134 | 1 | 0.1% | |
| 135 | 6 | 0.7% | |
| 136 | 2 | 0.2% | |
| 137 | 6 | 0.7% | |
| 138 | 3 | 0.4% | |
| 139 | 4 | 0.5% | |
| 140 | 4 | 0.5% |
| Value | Count | Frequency (%) | |
| 320 | 1 | 0.1% | |
| 288 | 1 | 0.1% | |
| 287 | 1 | 0.1% | |
| 285 | 3 | 0.4% | |
| 280 | 3 | 0.4% | |
| 278 | 1 | 0.1% | |
| 275 | 2 | 0.2% | |
| 272 | 2 | 0.2% | |
| 269 | 2 | 0.2% | |
| 267 | 2 | 0.2% |
| Distinct count | 424 |
|---|---|
| Unique (%) | 50.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 439.9113475177305 |
|---|---|
| Minimum | 184.0 |
| Maximum | 1018.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 184 |
|---|---|
| 5-th percentile | 229 |
| Q1 | 318.25 |
| median | 364 |
| Q3 | 587 |
| 95-th percentile | 728 |
| Maximum | 1018 |
| Range | 834 |
| Interquartile range (IQR) | 268.75 |
Descriptive statistics
| Standard deviation | 176.6926136 |
|---|---|
| Coefficient of variation (CV) | 0.4016550485 |
| Kurtosis | -0.2158537567 |
| Mean | 439.9113475 |
| Median Absolute Deviation (MAD) | 94.5 |
| Skewness | 0.8358368316 |
| Sum | 372165 |
| Variance | 31220.27971 |
| Value | Count | Frequency (%) | |
| 327 | 8 | 0.9% | |
| 330 | 8 | 0.9% | |
| 333 | 8 | 0.9% | |
| 325 | 7 | 0.8% | |
| 331 | 7 | 0.8% | |
| 367 | 7 | 0.8% | |
| 332 | 7 | 0.8% | |
| 354 | 7 | 0.8% | |
| 322 | 7 | 0.8% | |
| 341 | 7 | 0.8% | |
| 326 | 6 | 0.7% | |
| 351 | 6 | 0.7% | |
| 373 | 6 | 0.7% | |
| 321 | 6 | 0.7% | |
| 317 | 6 | 0.7% | |
| 323 | 6 | 0.7% | |
| 334 | 6 | 0.7% | |
| 349 | 6 | 0.7% | |
| 347 | 5 | 0.6% | |
| 335 | 5 | 0.6% | |
| 362 | 5 | 0.6% | |
| 340 | 5 | 0.6% | |
| 312 | 5 | 0.6% | |
| 371 | 5 | 0.6% | |
| 259 | 5 | 0.6% | |
| Other values (399) | 690 | 81.6% |
| Value | Count | Frequency (%) | |
| 184 | 1 | 0.1% | |
| 191 | 1 | 0.1% | |
| 192 | 1 | 0.1% | |
| 193 | 1 | 0.1% | |
| 194 | 1 | 0.1% | |
| 195 | 1 | 0.1% | |
| 196 | 2 | 0.2% | |
| 197 | 1 | 0.1% | |
| 200 | 1 | 0.1% | |
| 203 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 1018 | 1 | 0.1% | |
| 998 | 1 | 0.1% | |
| 987 | 1 | 0.1% | |
| 982 | 1 | 0.1% | |
| 968 | 1 | 0.1% | |
| 966 | 1 | 0.1% | |
| 957 | 1 | 0.1% | |
| 956 | 1 | 0.1% | |
| 954 | 1 | 0.1% | |
| 928 | 2 | 0.2% |
| Distinct count | 143 |
|---|---|
| Unique (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.70330969267138 |
|---|---|
| Minimum | 109.0 |
| Maximum | 268.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 109 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 149 |
| median | 173 |
| Q3 | 198 |
| 95-th percentile | 228.75 |
| Maximum | 268 |
| Range | 159 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 32.54648984 |
|---|---|
| Coefficient of variation (CV) | 0.1862957828 |
| Kurtosis | -0.4902489876 |
| Mean | 174.7033097 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 0.2802305409 |
| Sum | 147799 |
| Variance | 1059.274001 |
| Value | Count | Frequency (%) | |
| 186 | 24 | 2.8% | |
| 171 | 20 | 2.4% | |
| 176 | 19 | 2.2% | |
| 172 | 16 | 1.9% | |
| 174 | 16 | 1.9% | |
| 214 | 15 | 1.8% | |
| 173 | 15 | 1.8% | |
| 185 | 15 | 1.8% | |
| 218 | 13 | 1.5% | |
| 139 | 13 | 1.5% | |
| 177 | 13 | 1.5% | |
| 127 | 12 | 1.4% | |
| 157 | 12 | 1.4% | |
| 145 | 12 | 1.4% | |
| 178 | 12 | 1.4% | |
| 158 | 11 | 1.3% | |
| 144 | 11 | 1.3% | |
| 162 | 10 | 1.2% | |
| 137 | 10 | 1.2% | |
| 159 | 10 | 1.2% | |
| 184 | 10 | 1.2% | |
| 151 | 10 | 1.2% | |
| 216 | 10 | 1.2% | |
| 200 | 9 | 1.1% | |
| 187 | 9 | 1.1% | |
| Other values (118) | 519 | 61.3% |
| Value | Count | Frequency (%) | |
| 109 | 1 | 0.1% | |
| 112 | 3 | 0.4% | |
| 113 | 1 | 0.1% | |
| 114 | 1 | 0.1% | |
| 115 | 2 | 0.2% | |
| 116 | 2 | 0.2% | |
| 117 | 3 | 0.4% | |
| 118 | 2 | 0.2% | |
| 119 | 4 | 0.5% | |
| 120 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 268 | 1 | 0.1% | |
| 264 | 1 | 0.1% | |
| 262 | 1 | 0.1% | |
| 261 | 3 | 0.4% | |
| 260 | 1 | 0.1% | |
| 257 | 1 | 0.1% | |
| 255 | 1 | 0.1% | |
| 253 | 1 | 0.1% | |
| 250 | 2 | 0.2% | |
| 249 | 1 | 0.1% |
MAJORSKEWNESS
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.46217494089835 |
|---|---|
| Minimum | 59.0 |
| Maximum | 135.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 59 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 67 |
| median | 71.5 |
| Q3 | 75 |
| 95-th percentile | 85 |
| Maximum | 135 |
| Range | 76 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.486974061 |
|---|---|
| Coefficient of variation (CV) | 0.1033225137 |
| Kurtosis | 11.37280051 |
| Mean | 72.46217494 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 2.072583136 |
| Sum | 61303 |
| Variance | 56.05478059 |
| Value | Count | Frequency (%) | |
| 72 | 75 | 8.9% | |
| 71 | 68 | 8.0% | |
| 74 | 53 | 6.3% | |
| 67 | 53 | 6.3% | |
| 70 | 52 | 6.1% | |
| 73 | 46 | 5.4% | |
| 69 | 45 | 5.3% | |
| 68 | 40 | 4.7% | |
| 66 | 40 | 4.7% | |
| 75 | 38 | 4.5% | |
| 64 | 38 | 4.5% | |
| 65 | 31 | 3.7% | |
| 76 | 25 | 3.0% | |
| 63 | 24 | 2.8% | |
| 85 | 24 | 2.8% | |
| 77 | 20 | 2.4% | |
| 81 | 19 | 2.2% | |
| 62 | 18 | 2.1% | |
| 82 | 18 | 2.1% | |
| 80 | 18 | 2.1% | |
| 78 | 17 | 2.0% | |
| 83 | 14 | 1.7% | |
| 86 | 12 | 1.4% | |
| 61 | 11 | 1.3% | |
| 79 | 11 | 1.3% | |
| Other values (14) | 36 | 4.3% |
| Value | Count | Frequency (%) | |
| 59 | 1 | 0.1% | |
| 60 | 2 | 0.2% | |
| 61 | 11 | 1.3% | |
| 62 | 18 | 2.1% | |
| 63 | 24 | 2.8% | |
| 64 | 38 | 4.5% | |
| 65 | 31 | 3.7% | |
| 66 | 40 | 4.7% | |
| 67 | 53 | 6.3% | |
| 68 | 40 | 4.7% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.1% | |
| 127 | 1 | 0.1% | |
| 119 | 1 | 0.1% | |
| 118 | 1 | 0.1% | |
| 99 | 1 | 0.1% | |
| 97 | 1 | 0.1% | |
| 91 | 1 | 0.1% | |
| 90 | 2 | 0.2% | |
| 89 | 1 | 0.1% | |
| 88 | 5 | 0.6% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.377068557919622 |
|---|---|
| Minimum | 0.0 |
| Maximum | 22.0 |
| Zeros | 77 |
| Zeros (%) | 9.1% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 16 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.918352917 |
|---|---|
| Coefficient of variation (CV) | 0.7712560831 |
| Kurtosis | 0.08834803124 |
| Mean | 6.377068558 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.7737919046 |
| Sum | 5395 |
| Variance | 24.19019542 |
| Value | Count | Frequency (%) | |
| 1 | 81 | 9.6% | |
| 0 | 77 | 9.1% | |
| 5 | 71 | 8.4% | |
| 4 | 70 | 8.3% | |
| 6 | 67 | 7.9% | |
| 2 | 63 | 7.4% | |
| 7 | 61 | 7.2% | |
| 3 | 57 | 6.7% | |
| 8 | 47 | 5.6% | |
| 9 | 46 | 5.4% | |
| 10 | 36 | 4.3% | |
| 11 | 32 | 3.8% | |
| 12 | 30 | 3.5% | |
| 13 | 26 | 3.1% | |
| 15 | 19 | 2.2% | |
| 14 | 18 | 2.1% | |
| 16 | 12 | 1.4% | |
| 17 | 11 | 1.3% | |
| 18 | 6 | 0.7% | |
| 21 | 5 | 0.6% | |
| 19 | 4 | 0.5% | |
| 22 | 4 | 0.5% | |
| 20 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 77 | 9.1% | |
| 1 | 81 | 9.6% | |
| 2 | 63 | 7.4% | |
| 3 | 57 | 6.7% | |
| 4 | 70 | 8.3% | |
| 5 | 71 | 8.4% | |
| 6 | 67 | 7.9% | |
| 7 | 61 | 7.2% | |
| 8 | 47 | 5.6% | |
| 9 | 46 | 5.4% |
| Value | Count | Frequency (%) | |
| 22 | 4 | 0.5% | |
| 21 | 5 | 0.6% | |
| 20 | 3 | 0.4% | |
| 19 | 4 | 0.5% | |
| 18 | 6 | 0.7% | |
| 17 | 11 | 1.3% | |
| 16 | 12 | 1.4% | |
| 15 | 19 | 2.2% | |
| 14 | 18 | 2.1% | |
| 13 | 26 | 3.1% |
| Distinct count | 41 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.599290780141844 |
|---|---|
| Minimum | 0.0 |
| Maximum | 41.0 |
| Zeros | 30 |
| Zeros (%) | 3.5% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 19 |
| 95-th percentile | 29 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.931240269 |
|---|---|
| Coefficient of variation (CV) | 0.7088684931 |
| Kurtosis | -0.1409573298 |
| Mean | 12.59929078 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.689325441 |
| Sum | 10659 |
| Variance | 79.76705275 |
| Value | Count | Frequency (%) | |
| 11 | 46 | 5.4% | |
| 7 | 44 | 5.2% | |
| 4 | 41 | 4.8% | |
| 9 | 40 | 4.7% | |
| 1 | 38 | 4.5% | |
| 14 | 38 | 4.5% | |
| 2 | 37 | 4.4% | |
| 6 | 37 | 4.4% | |
| 5 | 36 | 4.3% | |
| 3 | 32 | 3.8% | |
| 8 | 32 | 3.8% | |
| 16 | 31 | 3.7% | |
| 0 | 30 | 3.5% | |
| 10 | 30 | 3.5% | |
| 13 | 30 | 3.5% | |
| 21 | 29 | 3.4% | |
| 12 | 28 | 3.3% | |
| 15 | 23 | 2.7% | |
| 20 | 22 | 2.6% | |
| 17 | 20 | 2.4% | |
| 19 | 20 | 2.4% | |
| 22 | 20 | 2.4% | |
| 23 | 19 | 2.2% | |
| 18 | 17 | 2.0% | |
| 24 | 13 | 1.5% | |
| Other values (16) | 93 | 11.0% |
| Value | Count | Frequency (%) | |
| 0 | 30 | 3.5% | |
| 1 | 38 | 4.5% | |
| 2 | 37 | 4.4% | |
| 3 | 32 | 3.8% | |
| 4 | 41 | 4.8% | |
| 5 | 36 | 4.3% | |
| 6 | 37 | 4.4% | |
| 7 | 44 | 5.2% | |
| 8 | 32 | 3.8% | |
| 9 | 40 | 4.7% |
| Value | Count | Frequency (%) | |
| 41 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 39 | 1 | 0.1% | |
| 38 | 6 | 0.7% | |
| 36 | 3 | 0.4% | |
| 35 | 4 | 0.5% | |
| 34 | 1 | 0.1% | |
| 33 | 5 | 0.6% | |
| 32 | 6 | 0.7% | |
| 31 | 5 | 0.6% |
MAJORKURTOSIS
Real number (ℝ≥0)
| Distinct count | 30 |
|---|---|
| Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.93262411347519 |
|---|---|
| Minimum | 176.0 |
| Maximum | 206.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 176 |
|---|---|
| 5-th percentile | 179.25 |
| Q1 | 184 |
| median | 188 |
| Q3 | 193 |
| 95-th percentile | 200 |
| Maximum | 206 |
| Range | 30 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.163949358 |
|---|---|
| Coefficient of variation (CV) | 0.03262511907 |
| Kurtosis | -0.5940889244 |
| Mean | 188.9326241 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.2485407957 |
| Sum | 159837 |
| Variance | 37.99427169 |
| Value | Count | Frequency (%) | |
| 188 | 62 | 7.3% | |
| 189 | 60 | 7.1% | |
| 187 | 60 | 7.1% | |
| 186 | 53 | 6.3% | |
| 192 | 47 | 5.6% | |
| 190 | 42 | 5.0% | |
| 191 | 41 | 4.8% | |
| 183 | 39 | 4.6% | |
| 180 | 39 | 4.6% | |
| 181 | 36 | 4.3% | |
| 193 | 35 | 4.1% | |
| 185 | 34 | 4.0% | |
| 195 | 33 | 3.9% | |
| 184 | 32 | 3.8% | |
| 179 | 31 | 3.7% | |
| 194 | 26 | 3.1% | |
| 182 | 26 | 3.1% | |
| 196 | 25 | 3.0% | |
| 197 | 24 | 2.8% | |
| 198 | 20 | 2.4% | |
| 199 | 19 | 2.2% | |
| 201 | 17 | 2.0% | |
| 200 | 15 | 1.8% | |
| 202 | 8 | 0.9% | |
| 203 | 7 | 0.8% | |
| Other values (5) | 15 | 1.8% |
| Value | Count | Frequency (%) | |
| 176 | 3 | 0.4% | |
| 177 | 5 | 0.6% | |
| 178 | 4 | 0.5% | |
| 179 | 31 | 3.7% | |
| 180 | 39 | 4.6% | |
| 181 | 36 | 4.3% | |
| 182 | 26 | 3.1% | |
| 183 | 39 | 4.6% | |
| 184 | 32 | 3.8% | |
| 185 | 34 | 4.0% |
| Value | Count | Frequency (%) | |
| 206 | 1 | 0.1% | |
| 204 | 2 | 0.2% | |
| 203 | 7 | 0.8% | |
| 202 | 8 | 0.9% | |
| 201 | 17 | 2.0% | |
| 200 | 15 | 1.8% | |
| 199 | 19 | 2.2% | |
| 198 | 20 | 2.4% | |
| 197 | 24 | 2.8% | |
| 196 | 25 | 3.0% |
HOLLOWS RATIO
Real number (ℝ≥0)
| Distinct count | 31 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.63238770685578 |
|---|---|
| Minimum | 181.0 |
| Maximum | 211.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 181 |
|---|---|
| 5-th percentile | 183 |
| Q1 | 190.25 |
| median | 197 |
| Q3 | 201 |
| 95-th percentile | 207 |
| Maximum | 211 |
| Range | 30 |
| Interquartile range (IQR) | 10.75 |
Descriptive statistics
| Standard deviation | 7.438797429 |
|---|---|
| Coefficient of variation (CV) | 0.03802436558 |
| Kurtosis | -0.8134350379 |
| Mean | 195.6323877 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.2263412803 |
| Sum | 165505 |
| Variance | 55.33570719 |
| Value | Count | Frequency (%) | |
| 198 | 53 | 6.3% | |
| 197 | 51 | 6.0% | |
| 199 | 51 | 6.0% | |
| 196 | 51 | 6.0% | |
| 201 | 46 | 5.4% | |
| 195 | 43 | 5.1% | |
| 183 | 40 | 4.7% | |
| 200 | 38 | 4.5% | |
| 184 | 38 | 4.5% | |
| 202 | 35 | 4.1% | |
| 194 | 33 | 3.9% | |
| 193 | 30 | 3.5% | |
| 203 | 29 | 3.4% | |
| 191 | 28 | 3.3% | |
| 204 | 27 | 3.2% | |
| 185 | 26 | 3.1% | |
| 182 | 25 | 3.0% | |
| 205 | 24 | 2.8% | |
| 206 | 23 | 2.7% | |
| 192 | 21 | 2.5% | |
| 187 | 19 | 2.2% | |
| 189 | 16 | 1.9% | |
| 186 | 16 | 1.9% | |
| 190 | 15 | 1.8% | |
| 188 | 15 | 1.8% | |
| Other values (6) | 53 | 6.3% |
| Value | Count | Frequency (%) | |
| 181 | 2 | 0.2% | |
| 182 | 25 | 3.0% | |
| 183 | 40 | 4.7% | |
| 184 | 38 | 4.5% | |
| 185 | 26 | 3.1% | |
| 186 | 16 | 1.9% | |
| 187 | 19 | 2.2% | |
| 188 | 15 | 1.8% | |
| 189 | 16 | 1.9% | |
| 190 | 15 | 1.8% |
| Value | Count | Frequency (%) | |
| 211 | 4 | 0.5% | |
| 210 | 8 | 0.9% | |
| 209 | 12 | 1.4% | |
| 208 | 15 | 1.8% | |
| 207 | 12 | 1.4% | |
| 206 | 23 | 2.7% | |
| 205 | 24 | 2.8% | |
| 204 | 27 | 3.2% | |
| 203 | 29 | 3.4% | |
| 202 | 35 | 4.1% |
target
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 | |
| 4 |
| Value | Count | Frequency (%) | |
| 3 | 218 | 25.8% | |
| 2 | 217 | 25.7% | |
| 1 | 212 | 25.1% | |
| 4 | 199 | 23.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 3 | 218 | 25.8% | |
| 2 | 217 | 25.7% | |
| 1 | 212 | 25.1% | |
| 4 | 199 | 23.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 846 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 3 | 218 | 25.8% | |
| 2 | 217 | 25.7% | |
| 1 | 212 | 25.1% | |
| 4 | 199 | 23.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 846 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3 | 218 | 25.8% | |
| 2 | 217 | 25.7% | |
| 1 | 212 | 25.1% | |
| 4 | 199 | 23.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 846 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 3 | 218 | 25.8% | |
| 2 | 217 | 25.7% | |
| 1 | 212 | 25.1% | |
| 4 | 199 | 23.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| COMPACTNESS | CIRCULARITY | DISTANCE CIRCULARITY | RADIUS RATIO | PR AXIS ASPECT RATIO | MAX LENGTH ASPECT RATIO | SCATTER RATIO | ELONGATEDNESS | PR AXISRECTANGULAR | LENGTHRECTANGULAR | MAJORVARIANCE | MINORVARIANCE | GYRATIONRADIUS | MAJORSKEWNESS | MINORSKEWNESS | MINORKURTOSIS | MAJORKURTOSIS | HOLLOWS RATIO | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 95.0 | 43.0 | 96.0 | 202.0 | 65.0 | 10.0 | 189.0 | 35.0 | 22.0 | 143.0 | 217.0 | 534.0 | 166.0 | 71.0 | 6.0 | 27.0 | 190.0 | 197.0 | 1 |
| 1 | 96.0 | 52.0 | 104.0 | 222.0 | 67.0 | 9.0 | 198.0 | 33.0 | 23.0 | 163.0 | 217.0 | 589.0 | 226.0 | 67.0 | 12.0 | 20.0 | 192.0 | 201.0 | 1 |
| 2 | 107.0 | 52.0 | 101.0 | 218.0 | 64.0 | 11.0 | 202.0 | 33.0 | 23.0 | 164.0 | 219.0 | 610.0 | 192.0 | 65.0 | 17.0 | 2.0 | 197.0 | 206.0 | 1 |
| 3 | 97.0 | 37.0 | 78.0 | 181.0 | 62.0 | 8.0 | 161.0 | 41.0 | 20.0 | 131.0 | 182.0 | 389.0 | 117.0 | 62.0 | 2.0 | 28.0 | 203.0 | 211.0 | 1 |
| 4 | 96.0 | 54.0 | 104.0 | 175.0 | 58.0 | 10.0 | 215.0 | 31.0 | 24.0 | 175.0 | 221.0 | 682.0 | 222.0 | 75.0 | 13.0 | 23.0 | 186.0 | 194.0 | 1 |
| 5 | 97.0 | 55.0 | 103.0 | 197.0 | 63.0 | 11.0 | 215.0 | 31.0 | 24.0 | 172.0 | 219.0 | 677.0 | 219.0 | 75.0 | 5.0 | 24.0 | 185.0 | 194.0 | 1 |
| 6 | 105.0 | 54.0 | 105.0 | 213.0 | 67.0 | 10.0 | 200.0 | 33.0 | 23.0 | 163.0 | 214.0 | 597.0 | 214.0 | 68.0 | 10.0 | 20.0 | 190.0 | 198.0 | 1 |
| 7 | 105.0 | 52.0 | 107.0 | 207.0 | 60.0 | 11.0 | 218.0 | 31.0 | 24.0 | 167.0 | 221.0 | 701.0 | 197.0 | 66.0 | 0.0 | 20.0 | 191.0 | 203.0 | 1 |
| 8 | 89.0 | 41.0 | 75.0 | 143.0 | 56.0 | 7.0 | 146.0 | 46.0 | 19.0 | 137.0 | 170.0 | 317.0 | 156.0 | 76.0 | 18.0 | 5.0 | 184.0 | 188.0 | 1 |
| 9 | 86.0 | 41.0 | 66.0 | 129.0 | 55.0 | 7.0 | 135.0 | 50.0 | 18.0 | 136.0 | 154.0 | 266.0 | 165.0 | 74.0 | 3.0 | 4.0 | 180.0 | 187.0 | 1 |
Last rows
| COMPACTNESS | CIRCULARITY | DISTANCE CIRCULARITY | RADIUS RATIO | PR AXIS ASPECT RATIO | MAX LENGTH ASPECT RATIO | SCATTER RATIO | ELONGATEDNESS | PR AXISRECTANGULAR | LENGTHRECTANGULAR | MAJORVARIANCE | MINORVARIANCE | GYRATIONRADIUS | MAJORSKEWNESS | MINORSKEWNESS | MINORKURTOSIS | MAJORKURTOSIS | HOLLOWS RATIO | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 836 | 91.0 | 41.0 | 84.0 | 141.0 | 57.0 | 9.0 | 149.0 | 45.0 | 19.0 | 143.0 | 170.0 | 330.0 | 158.0 | 72.0 | 9.0 | 14.0 | 189.0 | 199.0 | 4 |
| 837 | 90.0 | 48.0 | 85.0 | 157.0 | 64.0 | 11.0 | 161.0 | 43.0 | 20.0 | 167.0 | 175.0 | 375.0 | 186.0 | 74.0 | 3.0 | 16.0 | 185.0 | 195.0 | 4 |
| 838 | 85.0 | 35.0 | 64.0 | 129.0 | 57.0 | 6.0 | 116.0 | 57.0 | 17.0 | 125.0 | 138.0 | 200.0 | 123.0 | 65.0 | 1.0 | 23.0 | 196.0 | 203.0 | 4 |
| 839 | 89.0 | 47.0 | 84.0 | 133.0 | 55.0 | 11.0 | 157.0 | 44.0 | 20.0 | 160.0 | 169.0 | 354.0 | 176.0 | 74.0 | 5.0 | 9.0 | 182.0 | 192.0 | 4 |
| 840 | 91.0 | 42.0 | 66.0 | 142.0 | 58.0 | 9.0 | 134.0 | 50.0 | 18.0 | 142.0 | 163.0 | 268.0 | 164.0 | 69.0 | 6.0 | 5.0 | 191.0 | 197.0 | 4 |
| 841 | 88.0 | 40.0 | 55.0 | 114.0 | 53.0 | 7.0 | 132.0 | 53.0 | 18.0 | 139.0 | 142.0 | 249.0 | 158.0 | 87.0 | 0.0 | 7.0 | 176.0 | 183.0 | 4 |
| 842 | 86.0 | 39.0 | 62.0 | 129.0 | 59.0 | 6.0 | 116.0 | 57.0 | 17.0 | 135.0 | 137.0 | 203.0 | 145.0 | 64.0 | 7.0 | 9.0 | 199.0 | 204.0 | 4 |
| 843 | 94.0 | 47.0 | 85.0 | 333.0 | 138.0 | 49.0 | 155.0 | 43.0 | 19.0 | 155.0 | 320.0 | 354.0 | 187.0 | 135.0 | 12.0 | 9.0 | 188.0 | 196.0 | 4 |
| 844 | 86.0 | 40.0 | 66.0 | 139.0 | 59.0 | 7.0 | 122.0 | 54.0 | 17.0 | 139.0 | 145.0 | 225.0 | 143.0 | 63.0 | 7.0 | 11.0 | 202.0 | 208.0 | 4 |
| 845 | 92.0 | 38.0 | 60.0 | 130.0 | 62.0 | 5.0 | 114.0 | 58.0 | 17.0 | 132.0 | 135.0 | 194.0 | 137.0 | 72.0 | 14.0 | 5.0 | 190.0 | 194.0 | 4 |